Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization.
M. Moein EsfahaniHossein SadatiVince D. CalhounPublished in: CoRR (2024)
Keyphrases
- multi objective optimization
- brain computer interface
- multi objective
- eeg signals
- nsga ii
- pareto optimal
- bi objective
- motor imagery
- evolutionary algorithm
- multi objective evolutionary algorithms
- pareto optimal set
- brain signals
- optimization algorithm
- constraint satisfaction problems
- objective function
- event related potentials
- multiple objectives
- multi objective optimization problems
- healthy subjects
- signal processing
- pareto optimal solutions
- genetic algorithm
- multiobjective optimization
- eeg data
- event related
- particle swarm optimization
- strength pareto evolutionary algorithm
- brain activity
- evoked potentials
- differential evolution
- motor learning
- test problems
- genetic programming
- fitness function
- evolutionary computation
- np hard
- knapsack problem